Watermarked Image Generation on LAION-10K Original v2.1 (val)
16.412FIDStable Signature*
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Stable Signature*Image resolution=256×256, Watermark length=48-bit2026.06 | 16.412 | 31.4 | 99.4 | 96.5 | |
| FedOTw/o LVTImage resolution=256×256, Watermark length=48-bit, LVT Strategy=None2026.06 | 16.687 | 31.3 | 99.8 | 97.2 | |
| FedOTnegImage resolution=256×256, Watermark length=48-bit, LVT Strategy=Negation2026.06 | 20.367 | 29.5 | 95.4 | 92.2 | |
| FedOTmirImage resolution=256×256, Watermark length=48-bit, LVT Strategy=Mirroring2026.06 | 21.475 | 29.3 | 96.2 | 92.6 | |
| FedOTtranImage resolution=256×256, Watermark length=48-bit, LVT Strategy=Translation2026.06 | 22.427 | 30.1 | 98.8 | 95 | |
| Original SDImage resolution=256×2562026.06 | 22.99 | 31.6 | — | — | |
| FedOTrandImage resolution=256×256, Watermark length=48-bit, LVT Strategy=Random2026.06 | 35.585 | 28.4 | 99.9 | 98 |